According to Wynter’s 2026 State of Competitive Intelligence survey, 21% of B2B SaaS product marketers now use ChatGPT, Claude or Gemini for competitor intel, while only 14% still rely on a dedicated CI platform. Because battlecards stale in weeks, a LLM can spin up fresh answers on demand, making the whole CI category obsolete.
Closing a deal only opens the door, real growth comes from proving value fast. The article shows how top B2B firms map the first meaningful outcome into the onboarding phase, and cites AWS’s Business Value Realization program as a blueprint for turning early wins into long‑term expansion.
AI lets marketers produce content, creatives, and campaigns at record speed, but every new asset adds verification, governance, and integration work. Those hidden operational costs, dubbed AI debt, aren’t reflected in typical efficiency metrics and can quickly outweigh the promised productivity gains.